Medical care system for assisting multi-diseases decision-making and real-time information feedback with artificial intelligence technology

A medical care system for assisting multi-diseases decision-making and real-time information feedback with artificial intelligence technology comprising:

• a data processing module collecting a medical information of at least one patient from at least one external database, and performing an information processing procedure in batches to produce a first modeling data and an inference data, wherein:
• the first modeling data is a result of processing medical information of a plurality of patients within a predetermined period to include a diagnosis result made from at least one data selected from the group consisting of structured data, unstructured data, image data and audio data;
• the inference data is a result of processing medical information of a single patient within a predetermined time range;
• a model training module receiving a training data in batches and then starting a training procedure for performing mathematical calculation for M diseases to establish N training models, and analyzing disease prediction results of each of the training models, when the disease prediction results of any one of the training models not meeting a predetermined standard, the model training module restarting the training procedure to establish the N+1th training model;
• wherein:
• the training data comprises the first modeling data and/or a second modeling data of each batch;
• M is a positive integer greater than 2;
• N is a positive integer greater than 1;
• an inference module receiving and transmitting the inference data and an inference result corresponding to the inference data, wherein the inference result is related to at least two diseases;
• a model management module receiving all the training models from the model training module and the inference data from the inference module, selecting an inference model from the training models, and performing mathematical operation on the inference data with the inference model to obtain the inference result;
• and
• a feedback module receiving and analyzing a feedback information from a professional on the inference result, when the feedback information comprising incorrect content of the inference result, the feedback module generating the second modeling data based on the feedback information.